Leonardo Cotta
@cottascience.bsky.social
scaling lawver @ EIT from BH🔺🇧🇷
http://cottascience.github.io
http://cottascience.github.io
I'm very excited about our new work: SciGym. How can we scale scientific agents' evaluation?
TLDR; Systems biologists have spent decades encoding biochemical networks (metabolic pathways, gene regulation, etc.) into machine-runnable systems. We can use these as "dry labs" to test AI agents!
TLDR; Systems biologists have spent decades encoding biochemical networks (metabolic pathways, gene regulation, etc.) into machine-runnable systems. We can use these as "dry labs" to test AI agents!
July 16, 2025 at 8:17 PM
I'm very excited about our new work: SciGym. How can we scale scientific agents' evaluation?
TLDR; Systems biologists have spent decades encoding biochemical networks (metabolic pathways, gene regulation, etc.) into machine-runnable systems. We can use these as "dry labs" to test AI agents!
TLDR; Systems biologists have spent decades encoding biochemical networks (metabolic pathways, gene regulation, etc.) into machine-runnable systems. We can use these as "dry labs" to test AI agents!